Ndozi okwu n'oge ntanye
Ndozi okwu ntanye na-atụnye okwu ọ bụla edegharịrị ka ọ bụrụ mmalite na njedebe oge na ọdịyo ahụ.
Nchịkọta
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Ime miri emi
OpenAI's Whisper bụ ihe ngbanwe mgbanwe koodu nke na-edegharị okwu, mana mmepụta ala ya na-enye naanị akara oge n'akụkụ ọ bụla siri ike, ọ bụghị nke otu okwu. Ndozi ọkwa ọkwa okwu na-ejupụta oghere ahụ. Aghụghọ a na-ahụkarị (nke a na-eji whisper-timestamped na WhisperX) na-agụ ihe nlebara anya nlebara anya nke ihe nlereanya ahụ: onye nrụpụta na-aga na okpokolo olu dị iche iche ka ọ na-ewepụta akara ọ bụla, ebe nlebara anya kacha elu na-aka akara mgbe ekwuru okwu ahụ. Oge Warping na-agbanwe agbanwe wee na-amanye maapụ akara ngosi na-enweghị atụ na windo ọdịyo nkeji iri atọ. WhisperX na-eme ụdị ntinye mmanye dabere na ekwentịme dị iche (dị ka wav2vec 2.0) na ederede Whisper maka oke dị nkọ. Nsonaazụ bụ akara okwu ọ bụla ka ọ bụrụ nkeji iri puku kwuru iri nke ọma.
Nghọta nka nka
Na-ahazi ụda olu n'ime nkeji nkeji 30 ka ọ bụrụ log-Mel spectrogram, nke etinyere na okpokolo agba 50 kwa nkeji (otu etiti kwa 20 ms). Nleba anya n'ofe na-ejikọ akara nbipụta ọ bụla na okpokolo agba ndị ahụ; etiti argmax na-aghọ oge okwu. Oge na-agbanwe agbanwe na-amanye itinye n'otu n'otu ka akara oge ghara ịlaghachi azụ. Nhọrọ nke mmanye-nhazi dakọtara na ederede amaara na ọdịyo na ọkwa phoneme, na-enye akụkụ dị ọcha karịa ọnụ ọgụgụ nlebara anya siri ike.
Mmetụta atụmatụ
Nweta na iru
Ọ na-eme ka nnweta ya dịkwuo mma site na ndegharị, ịkọ akụkọ, na ntụgharị olu.
Ọnụ ego na mmefu ego
Ndị otu mgbasa ozi nwere ike ibubata ọdịyo a na-egbu maramara ngwa ngwa site na iji obere mmefu ego.
Ọsọ na ọnụ ọgụgụ
Sistemụ na-eche ihu ndị ahịa nwere ike hazie mkparịta ụka n'ọtụtụ buru ibu.
Ọdịnihu nke Ndozi Okwu Ogologo oge
Na-atụ anya itinye n'ọnọdụ etinyere ozugbo na decoder kama ịgbachitere ma emechaa, gbakwunyere akara ntụkwasị obi nke mkpụrụokwu ọ bụla ka ndị editọ wee mara nke stampụ oge ha ga-atụkwasị obi. Nhazi gụgharia maka nkọwa okwu dị ndụ na-akawanye mma, dịkwa ike na ndị na-ekwu okwu, egwu, na mgbanwe koodu. Ka ụdị asụsụ dị iche iche na-eto, ogo nhazi n'ofe asụsụ ndị nwere obere akụrụngwa kwesịrị imechi oghere ahụ na Bekee, na-eme ka ndebanye aha akpaghị aka na ụdị karaoke nwere ike ịdabere na ya.
Mmejuputa n'ezie n'ụwa
Na-emepụta isiokwu YouTube na TikTok ebe okwu na-apụta na ihuenyo kpọmkwem ka a na-ekwu ha
Ndị ndezi ndepụta okwu na-enye gị ohere ịpị otu mkpụrụ okwu wee malie na oge ọdịyo ahụ
Ịkwado script atụgharịrị ka ọ bụrụ ọdịyo izizi maka ndebanye akpaghị aka na oge egbugbere ọnụ
Wulite ebe nchekwa pọdkastị enwere ike ịchọ ebe ajụjụ ederede rutere n'otu nkeji nkeji ka ekwuru ya
Ihe ize ndụ & okporo ụzọ nche
Iji olu eme ihe na ihe egwu mpụta ga-abawanye mgbe nkwenye na-efu.
Izi ezi nwere ike ịdaba n'ofe ụda olu, olumba ma ọ bụ gburugburu mkpọtụ.
Enwere ike imehie ọdịyo sịntetik dị ka ezigbo okwu na-enweghị akara doro anya.
Map mmejuputa
Nweta nkwenye doro anya maka ijide olu, imechi, na ijigharị.
Nwale ogo n'ofe ndị na-ekwu okwu dị iche iche yana ọnọdụ ndabere.
Kọwaa mgbe mmadụ ga-enyocha ma ọ bụ kwado nsonye.
Deba aha ọdịyo sịntetik ma debe ndekọ ihe ndekọ maka ịza ajụjụ.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Mmata Okwu ntanye
Ajụjụ a na-ajụkarị
What is Whisper Timestamped Word Alignment?
Ndozi okwu ntanye na-atụnye okwu ọ bụla edegharịrị ka ọ bụrụ mmalite na njedebe oge na ọdịyo ahụ. Nke a na-atụgharị transcript dị larịị ka ọ bụrụ usoro ihe egwu nwere ike ime, nke a na-achọgharị nke ejiri maka nkọwa edemede, ndebanye aha na ndezi.
Kedu ihe nhazi ọkwa ọkwa okwu na-agbakwunye na mmepụta ala Whisper enweghị?
Nkịta na-enye akara oge n'otu n'otu siri ike; Nhazi na-agbakwụnye kpọmkwem oge mmalite na njedebe nke otu okwu.
Kedu mgbama dị n'ime ka ntanye-timestamped na-eji chọta okwu n'oge?
Nleba anya n'ofe na-ekpughe nke okpokolo agba nke decoder lekwasịrị anya mgbe ọ na-ebupụta akara ọ bụla, na-egosi oge.
Kedu ihe kpatara eji etinye oge Warping Dynamic n'oge nhazi?
DTW na-eme ka stampụ oge na-aga n'ihu n'usoro na okwu anaghị agafe, na-ewepụta usoro iheomume nwere ezi uche.
Kedu ka WhisperX si eme ka oke okwu dị nkọ ma e jiri ya tụnyere nlebara anya nkịtị?
WhisperX na-ahazi ederede Whisper site na iji ụdị phoneme dị ka wav2vec 2.0 maka akụkụ dị ọcha karịa nlebara anya.
Ọ̀tụ̀tụ̀ ọ̀tụ̀tụ̀ ọ̀tụ̀tụ̀ ọ̀tụ̀tụ̀ Whisper na-emepụta fremu ọdịyo?
Whisper na-etinye koodu spectrogram log-Mel n'ihe dị ka okpomoku 50 kwa nkeji, ma ọ bụ otu etiti kwa milliseconds 20.